The anticipation had been simmering all day, a pleasant heat in her chest. She kept picturing the look on David's face when he saw the garden ablaze with fairy lights, the music softly playing, the friends and family gathered to celebrate. She’d spent hours stringing the lights, arranging the food, making everything perfect.

Then, a frantic phone call. The venue had cancelled. A fire marshal issue.

She hung up the phone, her hands suddenly trembling. The joy that had filled her all morning evaporated, replaced by a hollow ache. It wasn’t the party itself, but the thought of David being disappointed that was the source of pain.

She sat on the steps, the air suddenly cold. She imagined David’s reaction, and she felt a strong need to take care of him. She stood back up, determination blazing in her eyes. The party could be recreated, somewhere else. She would make it special. She picked up her phone, her fingers already scrolling through contacts.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417